Archive ten matched Qwen Turbo Q8 outputs and Q4 comparison evidence

This commit is contained in:
slobodanmargetic988 committed 2026-10-21 13:53:51 +02:00
1 parent c842294b6a
commit 8a955d0738
47 files changed
+7761 -39

No files matched your search

@@ -0,0 +1,51 @@
{
"id": "ef874435-41f8-58d6-b31c-0121e7ebfc27",
"kind": "media-generation",
"title": "Predator media: Qwen Image 2.1 Turbo Q8 · matched Q4/Q8 comparison",
"date": "2026-10-21",
"started_at": "2026-10-21T10:04:51.675000+00:00",
"git_sha": "63be2f9b82ad0dac88a7ceaa28a9cf3154125a18",
"hardware": "predator",
"hardware_label": "Predator · GTX 1060 6 GB · 28 GB RAM · Windows",
"engine": "comfyui",
"harness": "packet-foundry-media-v1",
"model_family": "generation",
"model_sizes": [
"unsloth/Qwen-Image-2.1-Turbo-GGUF:Q8_0"
],
"task_kind": "media-generation",
"tags": [
"image",
"video",
"music",
"retained-failures"
],
"headline": "10 retained outputs · 10 accepted results · 10 recorded attempts · median Factory trace 451.9s",
"janie_blurb_md": "[Browse the complete campaign and media](/benchmarks/predator-media-20261021.html). [Read the findings](/findings/images-video-music-on-6gb.html).",
"janie_blurb_status": "published",
"caveat": "Technical delivery and media decoding do not establish visual or musical quality. Timings include adapter overhead; cache behavior differs between runs. Failed and cancelled attempts remain in the evidence.",
"caveat_severity": "warning",
"methodology_ref": "packet-foundry-media-v1",
"methodology_deviations_md": "Source commit identifies ComfyUI 0.42.1. Private bridge revisions and workflow hashes, where captured, are recorded separately in the campaign evidence. No clean matched-quality comparison or isolated quantization speedup is claimed.",
"results_table": [],
"cells": [],
"n_calls_total": 10,
"n_errors_total": 0,
"chart_spec": null,
"site_grade": "standard",
"site_grade_reason": "Retained media with explicit verification and quality limitations",
"raw_data_urls": {
"jsonl": "/data/predator-media-20261021/runs/ef874435-41f8-58d6-b31c-0121e7ebfc27/run.jsonl",
"md": "/data/predator-media-20261021/runs/ef874435-41f8-58d6-b31c-0121e7ebfc27/run.md",
"log": "/data/predator-media-20261021/failures.json",
"gitea_dir": "/data/predator-media-20261021/runs/ef874435-41f8-58d6-b31c-0121e7ebfc27/metadata.json"
},
"synthesis_doc": "/findings/images-video-music-on-6gb.html",
"synthesis_docs_all": [
"/findings/images-video-music-on-6gb.html"
],
"related_ids": [],
"status": "complete",
"visibility": "public",
"media_group": "qwen21-turbo-q8-comparison"
}
@@ -0,0 +1,10 @@
{"id": "qwen-turbo-q8-01", "label": "Qwen Image 2.1 Turbo Q8_0 · Initial Q8 request; inherited runtime state · seed 42", "group": "qwen21-turbo-q8-comparison", "kind": "image", "model_id": "qwen-turbo-q8", "model": "unsloth/Qwen-Image-2.1-Turbo-GGUF:Q8_0", "seed": 42, "status": "succeeded", "accepted_result": true, "prompt": "A small orange ceramic fox on a pale wooden desk, soft morning light, plain cream background, realistic studio photograph.", "prompt_details": {"word_count": 19, "complexity": "Very short / retained runtime pair", "conditioning_texts": {"3.prompt": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA small orange ceramic fox on a pale wooden desk, soft morning light, plain cream background, realistic studio photograph."}, "actual_positive_text": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA small orange ceramic fox on a pale wooden desk, soft morning light, plain cream background, realistic studio photograph."}, "parameters": {"1 UnetLoaderGGUFAdvanced": {"unet_name": "qwen-image-2.1-turbo-Q8_0.gguf", "dequant_dtype": "float32", "patch_dtype": "float32", "patch_on_device": false}, "2 CLIPLoader": {"clip_name": "qwen3vl_8b_int8_convrot.safetensors", "type": "qwen_image", "device": "cpu"}, "3 TextEncodeQwenImage21": {"negative_prompt": "", "resolution": 512}, "4 VAELoader": {"vae_name": "qwen_image_2.1_vae_bf16.safetensors"}, "5 QwenImage21Cache": {"device": "off", "dtype": "default"}, "6 SamplerCustomAdvanced": {}, "7 VAEDecode": {}, "8 SaveImage": {}, "9 RandomNoise": {"noise_seed": 42}, "10 CFGGuider": {"cfg": 1.0}, "11 KSamplerSelect": {"sampler_name": "euler"}, "12 ManualSigmas": {"sigmas": "1.0, 0.978453, 0.95418, 0.926626, 0.89508, 0.845148, 0.704534, 0.414568, 0"}}, "timing": {"factory_trace_seconds": 555.30645, "comfy_server_seconds": 541.41, "stages_seconds": {"node_3_observer_receive_interval": 251.85999999998603, "node_1_observer_receive_interval": 3.375, "node_5_observer_receive_interval": 0.061999999976251274, "node_10_observer_receive_interval": 0.0940000000409782, "node_9_observer_receive_interval": 0, "node_6_observer_receive_interval": 218.375, "node_7_observer_receive_interval": 63.78099999995902, "node_8_observer_receive_interval": 1.6880000000237487}, "limits": "Native execution, Factory traces and delivery have distinct boundaries. Observer node intervals include preparation/loading/event delivery rather than isolated kernels."}, "cache": {"cached_nodes": ["11", "12", "2", "4"], "same_runtime_retained": null, "immediate_warm_claim": false, "encoder_cached": false, "context": {"workload": "Initial Q8 request; inherited runtime state", "native_inter_run_gap_seconds": null, "only_seed_changed_from_predecessor": false, "text_changed_from_predecessor": false, "cold_start_scope": "Initial Q8 request inherits whatever prior Comfy loader/encoder/VAE/cache state the native history records; not an isolated matched cold start."}}, "resources": {"sampled_summary": {"sample_count": 266, "inflight_sample_count": 265, "minimum_ram_available_bytes": 287170560, "minimum_commit_available_bytes": 6065737728, "minimum_system_drive_free_bytes": 18640691200, "maximum_sampled_device_gpu_used_mib": 3288}, "limits": "Device-wide samples include display and other workloads. No dedicated-VRAM residency or absence of shared-memory paging is established."}, "encoding": {"encoder_cached": false, "token_truncation_verified": false, "interpretation": "Full actual composed conditioning text is retained; exact token truncation was not instrumented."}, "verification": {"full_decode": true, "checksum": true, "acknowledged": true, "trace_attachment": true, "native_experiment": true, "native_comparable_Q4_Q8_experiments": true, "independent_public_copy_decode": true, "visual_review": true, "quality_scope": "Independent subjective inspection of this original 512×512 PNG, distinct from technical delivery. No objective aesthetic superiority is inferred."}, "findings": ["Coherent seated orange fox figurine with a visible long tail on the same kind of pale desk and cream backdrop.", "Main subject, colors, desk, plain background and lighting are followed.", "Strong fur-like grooves and a matte molded/carved appearance remain weak matches for ceramic.", "Legs, pointed ears and tail are coherent; tail is more clearly separated from the body than in the Q4 counterpart.", "No requested or apparent text.", "Ceramic material adherence remains weak."], "media": [{"path": "media/qwen-turbo-q8-01.png", "mime_type": "image/png", "size_bytes": 274418, "sha256": "7ef1329d51c7bb11f4e28e060eda9d1b51987ba7b3bee193097cffcd278b2e4a", "source_sha256": "556fdea8e8ec710a785c3c261c232f31b253e380ff98238e05d98d0106765dfd", "width": 512, "height": 512, "pixel_sha256": "c49e0d746066cba3243803aaf1f05f26b0f7813a537ee24bd93ffe6dfad40c34", "metadata_handling": "PNG re-encoded losslessly without ancillary metadata; decoded pixels unchanged.", "public_coLine truncated
{"id": "qwen-turbo-q8-02", "label": "Qwen Image 2.1 Turbo Q8_0 · Same brief, next seed · seed 43", "group": "qwen21-turbo-q8-comparison", "kind": "image", "model_id": "qwen-turbo-q8", "model": "unsloth/Qwen-Image-2.1-Turbo-GGUF:Q8_0", "seed": 43, "status": "succeeded", "accepted_result": true, "prompt": "A small orange ceramic fox on a pale wooden desk, soft morning light, plain cream background, realistic studio photograph.", "prompt_details": {"word_count": 19, "complexity": "Very short / retained runtime pair", "conditioning_texts": {"3.prompt": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA small orange ceramic fox on a pale wooden desk, soft morning light, plain cream background, realistic studio photograph."}, "actual_positive_text": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA small orange ceramic fox on a pale wooden desk, soft morning light, plain cream background, realistic studio photograph."}, "parameters": {"1 UnetLoaderGGUFAdvanced": {"unet_name": "qwen-image-2.1-turbo-Q8_0.gguf", "dequant_dtype": "float32", "patch_dtype": "float32", "patch_on_device": false}, "2 CLIPLoader": {"clip_name": "qwen3vl_8b_int8_convrot.safetensors", "type": "qwen_image", "device": "cpu"}, "3 TextEncodeQwenImage21": {"negative_prompt": "", "resolution": 512}, "4 VAELoader": {"vae_name": "qwen_image_2.1_vae_bf16.safetensors"}, "5 QwenImage21Cache": {"device": "off", "dtype": "default"}, "6 SamplerCustomAdvanced": {}, "7 VAEDecode": {}, "8 SaveImage": {}, "9 RandomNoise": {"noise_seed": 43}, "10 CFGGuider": {"cfg": 1.0}, "11 KSamplerSelect": {"sampler_name": "euler"}, "12 ManualSigmas": {"sigmas": "1.0, 0.978453, 0.95418, 0.926626, 0.89508, 0.845148, 0.704534, 0.414568, 0"}}, "timing": {"factory_trace_seconds": 94.081507, "comfy_server_seconds": 93.391, "stages_seconds": {"node_9_observer_receive_interval": 0, "node_6_observer_receive_interval": 64.78099999995902, "node_7_observer_receive_interval": 28.32800000003772, "node_8_observer_receive_interval": 0.06299999996554106}, "limits": "Native execution, Factory traces and delivery have distinct boundaries. Observer node intervals include preparation/loading/event delivery rather than isolated kernels."}, "cache": {"cached_nodes": ["1", "10", "11", "12", "2", "3", "4", "5"], "same_runtime_retained": true, "immediate_warm_claim": false, "encoder_cached": true, "context": {"workload": "Same brief, next seed", "native_inter_run_gap_seconds": 24.958, "only_seed_changed_from_predecessor": true, "text_changed_from_predecessor": false, "cold_start_scope": null}}, "resources": {"sampled_summary": {"sample_count": 48, "inflight_sample_count": 47, "minimum_ram_available_bytes": 7388266496, "minimum_commit_available_bytes": 6521286656, "minimum_system_drive_free_bytes": 18640384000, "maximum_sampled_device_gpu_used_mib": 3678}, "limits": "Device-wide samples include display and other workloads. No dedicated-VRAM residency or absence of shared-memory paging is established."}, "encoding": {"encoder_cached": true, "token_truncation_verified": false, "interpretation": "Full actual composed conditioning text is retained; exact token truncation was not instrumented."}, "verification": {"full_decode": true, "checksum": true, "acknowledged": true, "trace_attachment": true, "native_experiment": true, "native_comparable_Q4_Q8_experiments": true, "independent_public_copy_decode": true, "visual_review": true, "quality_scope": "Independent subjective inspection of this original 512×512 PNG, distinct from technical delivery. No objective aesthetic superiority is inferred."}, "findings": ["Coherent seated fox figurine with a cleaner, well-defined face and the same restrained studio layout.", "Fox, orange/white coloring, pale wood, cream backdrop and gentle light are present.", "Some glossy highlights on the face improve the molded figurine impression, but the body retains fur-like texture rather than convincingly glazed ceramic.", "Both visible eyes read as consistent dark eyes; legs and seated body are plausible for a stylized figurine.", "No text requested or apparent.", "Ceramic material is still only partly convincing."], "media": [{"path": "media/qwen-turbo-q8-02.png", "mime_type": "image/png", "size_bytes": 285033, "sha256": "b95e85aa25c31a4e7c8d487f22ce1f2e7c3d06b9cc216837cf14f6c9a38bfd30", "source_sha256": "0dbd79b20b3d209dc55faf000e29cf3257b3d635da0933e8488a01425e025416", "width": 512, "height": 512, "pixel_sha256": "16dc0397c03fad956f13fed14caef19810a8fe2a72275067a7de3eedb4fc6d76", "metadata_handling": "PNG re-encoded losslessly without ancillary metadata; decoded pixels unchanged.", "public_copy_full_decode_passed": true, "source_content_preserved": "Decoded pixels byte-identical"}], "workflow_path": "workflows/qwen-turbo-q8-02.json", "workflow_sha256": "fc38a92375a7f9389203ef529e13366187300a6eed2370f0ec015fd5fa9874dc", "source_workflow_canonical_sha256": "3a28c3b86bf3a9c93c6d33ee39da9d90c43Line truncated
{"id": "qwen-turbo-q8-03", "label": "Qwen Image 2.1 Turbo Q8_0 · New brief, retained Q8 runtime · seed 44", "group": "qwen21-turbo-q8-comparison", "kind": "image", "model_id": "qwen-turbo-q8", "model": "unsloth/Qwen-Image-2.1-Turbo-GGUF:Q8_0", "seed": 44, "status": "succeeded", "accepted_result": true, "prompt": "A turquoise alpine lake beneath snowy mountains at sunrise, a yellow canoe near the shore, crisp natural landscape photograph.", "prompt_details": {"word_count": 19, "complexity": "Short landscape", "conditioning_texts": {"3.prompt": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA turquoise alpine lake beneath snowy mountains at sunrise, a yellow canoe near the shore, crisp natural landscape photograph."}, "actual_positive_text": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA turquoise alpine lake beneath snowy mountains at sunrise, a yellow canoe near the shore, crisp natural landscape photograph."}, "parameters": {"1 UnetLoaderGGUFAdvanced": {"unet_name": "qwen-image-2.1-turbo-Q8_0.gguf", "dequant_dtype": "float32", "patch_dtype": "float32", "patch_on_device": false}, "2 CLIPLoader": {"clip_name": "qwen3vl_8b_int8_convrot.safetensors", "type": "qwen_image", "device": "cpu"}, "3 TextEncodeQwenImage21": {"negative_prompt": "", "resolution": 512}, "4 VAELoader": {"vae_name": "qwen_image_2.1_vae_bf16.safetensors"}, "5 QwenImage21Cache": {"device": "off", "dtype": "default"}, "6 SamplerCustomAdvanced": {}, "7 VAEDecode": {}, "8 SaveImage": {}, "9 RandomNoise": {"noise_seed": 44}, "10 CFGGuider": {"cfg": 1.0}, "11 KSamplerSelect": {"sampler_name": "euler"}, "12 ManualSigmas": {"sigmas": "1.0, 0.978453, 0.95418, 0.926626, 0.89508, 0.845148, 0.704534, 0.414568, 0"}}, "timing": {"factory_trace_seconds": 629.011242, "comfy_server_seconds": 620.242, "stages_seconds": {"node_3_observer_receive_interval": 457.125, "node_10_observer_receive_interval": 0.030999999959021807, "node_9_observer_receive_interval": 0.031000000017229468, "node_6_observer_receive_interval": 103.73499999998603, "node_7_observer_receive_interval": 58.18700000003446, "node_8_observer_receive_interval": 0.9529999999795109}, "limits": "Native execution, Factory traces and delivery have distinct boundaries. Observer node intervals include preparation/loading/event delivery rather than isolated kernels."}, "cache": {"cached_nodes": ["1", "11", "12", "2", "4", "5"], "same_runtime_retained": true, "immediate_warm_claim": false, "encoder_cached": false, "context": {"workload": "New brief, retained Q8 runtime", "native_inter_run_gap_seconds": 29.801, "only_seed_changed_from_predecessor": false, "text_changed_from_predecessor": true, "cold_start_scope": null}}, "resources": {"sampled_summary": {"sample_count": 305, "inflight_sample_count": 304, "minimum_ram_available_bytes": 3119046656, "minimum_commit_available_bytes": 6233202688, "minimum_system_drive_free_bytes": 18639925248, "maximum_sampled_device_gpu_used_mib": 3696}, "limits": "Device-wide samples include display and other workloads. No dedicated-VRAM residency or absence of shared-memory paging is established."}, "encoding": {"encoder_cached": false, "token_truncation_verified": false, "interpretation": "Full actual composed conditioning text is retained; exact token truncation was not instrumented."}, "verification": {"full_decode": true, "checksum": true, "acknowledged": true, "trace_attachment": true, "native_experiment": true, "native_comparable_Q4_Q8_experiments": true, "independent_public_copy_decode": true, "visual_review": true, "quality_scope": "Independent subjective inspection of this original 512×512 PNG, distinct from technical delivery. No objective aesthetic superiority is inferred."}, "findings": ["Coherent lake-and-mountain landscape with similar framing and a yellow craft near the rocky shore.", "Turquoise water, snowy mountains and sunrise highlights follow the brief. The canoe-like object remains heavily cropped.", "Reflections, snow, trees and rocky shore are distinct, though the mountain texture remains granular.", "Mountain and shoreline arrangement is plausible; the yellow object's complete canoe geometry cannot be assessed.", "No text requested or apparent.", "Canoe is again cropped and not fully legible.", "Fine speckling/grain remains visible."], "media": [{"path": "media/qwen-turbo-q8-03.png", "mime_type": "image/png", "size_bytes": 461825, "sha256": "2dfbd05bf21f7fba65aea51c89633111550da5db80e79b620db256cff1785f15", "source_sha256": "bd23c14a7cc97582b0205a230fd08a3243b511a34f5fc32b9e409b6d622c8057", "width": 512, "height": 512, "pixel_sha256": "3fd1f8ec30960ff1795b4867e51e56a7b40a88f0f1b53310e81753ccac34849f", "metadata_handling": "PNG re-encoded losslessly without ancillary metadata; decoded pixels unchanged.", "public_copy_full_decode_passed": true, "source_content_preserved": "Decoded pixels byte-identical"}], "workflow_path": "workflows/qwen-turbo-q8-03.json", "workflLine truncated
{"id": "qwen-turbo-q8-04", "label": "Qwen Image 2.1 Turbo Q8_0 · New brief, retained Q8 runtime · seed 45", "group": "qwen21-turbo-q8-comparison", "kind": "image", "model_id": "qwen-turbo-q8", "model": "unsloth/Qwen-Image-2.1-Turbo-GGUF:Q8_0", "seed": 45, "status": "succeeded", "accepted_result": true, "prompt": "Product photograph of a matte black ceramic teapot with a warm copper handle, resting on dark slate beside two pale linen napkins. Three-quarter view, softbox lighting, crisp material detail, uncluttered background.", "prompt_details": {"word_count": 31, "complexity": "Product materials", "conditioning_texts": {"3.prompt": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nProduct photograph of a matte black ceramic teapot with a warm copper handle, resting on dark slate beside two pale linen napkins. Three-quarter view, softbox lighting, crisp material detail, uncluttered background."}, "actual_positive_text": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nProduct photograph of a matte black ceramic teapot with a warm copper handle, resting on dark slate beside two pale linen napkins. Three-quarter view, softbox lighting, crisp material detail, uncluttered background."}, "parameters": {"1 UnetLoaderGGUFAdvanced": {"unet_name": "qwen-image-2.1-turbo-Q8_0.gguf", "dequant_dtype": "float32", "patch_dtype": "float32", "patch_on_device": false}, "2 CLIPLoader": {"clip_name": "qwen3vl_8b_int8_convrot.safetensors", "type": "qwen_image", "device": "cpu"}, "3 TextEncodeQwenImage21": {"negative_prompt": "", "resolution": 512}, "4 VAELoader": {"vae_name": "qwen_image_2.1_vae_bf16.safetensors"}, "5 QwenImage21Cache": {"device": "off", "dtype": "default"}, "6 SamplerCustomAdvanced": {}, "7 VAEDecode": {}, "8 SaveImage": {}, "9 RandomNoise": {"noise_seed": 45}, "10 CFGGuider": {"cfg": 1.0}, "11 KSamplerSelect": {"sampler_name": "euler"}, "12 ManualSigmas": {"sigmas": "1.0, 0.978453, 0.95418, 0.926626, 0.89508, 0.845148, 0.704534, 0.414568, 0"}}, "timing": {"factory_trace_seconds": 543.329845, "comfy_server_seconds": 532.767, "stages_seconds": {"node_3_observer_receive_interval": 377.2029999999795, "node_10_observer_receive_interval": 0.01600000000325963, "node_9_observer_receive_interval": 0.07800000003771856, "node_6_observer_receive_interval": 104.32799999997951, "node_7_observer_receive_interval": 49.78100000001723, "node_8_observer_receive_interval": 0.5}, "limits": "Native execution, Factory traces and delivery have distinct boundaries. Observer node intervals include preparation/loading/event delivery rather than isolated kernels."}, "cache": {"cached_nodes": ["1", "11", "12", "2", "4", "5"], "same_runtime_retained": true, "immediate_warm_claim": false, "encoder_cached": false, "context": {"workload": "New brief, retained Q8 runtime", "native_inter_run_gap_seconds": 30.086, "only_seed_changed_from_predecessor": false, "text_changed_from_predecessor": true, "cold_start_scope": null}}, "resources": {"sampled_summary": {"sample_count": 264, "inflight_sample_count": 263, "minimum_ram_available_bytes": 2217934848, "minimum_commit_available_bytes": 6302269440, "minimum_system_drive_free_bytes": 18645995520, "maximum_sampled_device_gpu_used_mib": 3718}, "limits": "Device-wide samples include display and other workloads. No dedicated-VRAM residency or absence of shared-memory paging is established."}, "encoding": {"encoder_cached": false, "token_truncation_verified": false, "interpretation": "Full actual composed conditioning text is retained; exact token truncation was not instrumented."}, "verification": {"full_decode": true, "checksum": true, "acknowledged": true, "trace_attachment": true, "native_experiment": true, "native_comparable_Q4_Q8_experiments": true, "independent_public_copy_decode": true, "visual_review": true, "quality_scope": "Independent subjective inspection of this original 512×512 PNG, distinct from technical delivery. No objective aesthetic superiority is inferred."}, "findings": ["Coherent near-identical product composition of teapot, copper arch handle, slate and folded linen.", "Main materials, viewpoint and uncluttered background match; the requested count of two separate napkins remains unclear.", "Matte black body, copper sheen, slate and cloth remain distinct and convincing.", "Spout opening, lid, handle attachments and body proportions are broadly plausible.", "No text requested or apparent.", "Two separate napkins are not clearly distinguishable."], "media": [{"path": "media/qwen-turbo-q8-04.png", "mime_type": "image/png", "size_bytes": 278775, "sha256": "094e3428bb6ff578ed21429e54d712fe29a4a566d704524556faa230b9027ece", "source_sha256": "567c9b9575a9142afbe91219ca617aee8c50f61e1dfd6de058855eab53346ab6", "width": 512, "height": 512, "pixel_sha256": "051eef9e42d01f3ebdcc8317d02c9de4f054780f474ece8053b820c4132ca254", "metadata_handling": "PNG re-encoded losslessly without ancillary metadata; decoded pixeLine truncated
{"id": "qwen-turbo-q8-05", "label": "Qwen Image 2.1 Turbo Q8_0 · New brief, retained Q8 runtime · seed 46", "group": "qwen21-turbo-q8-comparison", "kind": "image", "model_id": "qwen-turbo-q8", "model": "unsloth/Qwen-Image-2.1-Turbo-GGUF:Q8_0", "seed": 46, "status": "succeeded", "accepted_result": true, "prompt": "A cozy neighborhood bakery storefront on a rainy evening. The main sign clearly reads \"MORNING BREAD\" in cream block letters. Warm light glows through the windows, a bicycle leans beside the door, wet paving reflects the orange interior, realistic street photograph.", "prompt_details": {"word_count": 41, "complexity": "Readable sign", "conditioning_texts": {"3.prompt": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA cozy neighborhood bakery storefront on a rainy evening. The main sign clearly reads \"MORNING BREAD\" in cream block letters. Warm light glows through the windows, a bicycle leans beside the door, wet paving reflects the orange interior, realistic street photograph."}, "actual_positive_text": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA cozy neighborhood bakery storefront on a rainy evening. The main sign clearly reads \"MORNING BREAD\" in cream block letters. Warm light glows through the windows, a bicycle leans beside the door, wet paving reflects the orange interior, realistic street photograph."}, "parameters": {"1 UnetLoaderGGUFAdvanced": {"unet_name": "qwen-image-2.1-turbo-Q8_0.gguf", "dequant_dtype": "float32", "patch_dtype": "float32", "patch_on_device": false}, "2 CLIPLoader": {"clip_name": "qwen3vl_8b_int8_convrot.safetensors", "type": "qwen_image", "device": "cpu"}, "3 TextEncodeQwenImage21": {"negative_prompt": "", "resolution": 512}, "4 VAELoader": {"vae_name": "qwen_image_2.1_vae_bf16.safetensors"}, "5 QwenImage21Cache": {"device": "off", "dtype": "default"}, "6 SamplerCustomAdvanced": {}, "7 VAEDecode": {}, "8 SaveImage": {}, "9 RandomNoise": {"noise_seed": 46}, "10 CFGGuider": {"cfg": 1.0}, "11 KSamplerSelect": {"sampler_name": "euler"}, "12 ManualSigmas": {"sigmas": "1.0, 0.978453, 0.95418, 0.926626, 0.89508, 0.845148, 0.704534, 0.414568, 0"}}, "timing": {"factory_trace_seconds": 450.406838, "comfy_server_seconds": 444.96, "stages_seconds": {"node_2_observer_receive_interval": 7.0939999999827705, "node_3_observer_receive_interval": 130.5779999999795, "node_12_observer_receive_interval": 0, "node_11_observer_receive_interval": 0, "node_1_observer_receive_interval": 0.6880000000237487, "node_5_observer_receive_interval": 0.045999999972991645, "node_10_observer_receive_interval": 0, "node_9_observer_receive_interval": 0.01600000000325963, "node_6_observer_receive_interval": 254.90600000001723, "node_7_observer_receive_interval": 50.10999999998603, "node_8_observer_receive_interval": 0.9060000000172295}, "limits": "Native execution, Factory traces and delivery have distinct boundaries. Observer node intervals include preparation/loading/event delivery rather than isolated kernels."}, "cache": {"cached_nodes": ["4"], "same_runtime_retained": true, "immediate_warm_claim": false, "encoder_cached": false, "context": {"workload": "New brief, retained Q8 runtime", "native_inter_run_gap_seconds": 29.459, "only_seed_changed_from_predecessor": false, "text_changed_from_predecessor": true, "cold_start_scope": null}}, "resources": {"sampled_summary": {"sample_count": 219, "inflight_sample_count": 218, "minimum_ram_available_bytes": 287666176, "minimum_commit_available_bytes": 6242459648, "minimum_system_drive_free_bytes": 18656088064, "maximum_sampled_device_gpu_used_mib": 3310}, "limits": "Device-wide samples include display and other workloads. No dedicated-VRAM residency or absence of shared-memory paging is established."}, "encoding": {"encoder_cached": false, "token_truncation_verified": false, "interpretation": "Full actual composed conditioning text is retained; exact token truncation was not instrumented."}, "verification": {"full_decode": true, "checksum": true, "acknowledged": true, "trace_attachment": true, "native_experiment": true, "native_comparable_Q4_Q8_experiments": true, "independent_public_copy_decode": true, "visual_review": true, "quality_scope": "Independent subjective inspection of this original 512×512 PNG, distinct from technical delivery. No objective aesthetic superiority is inferred."}, "findings": ["Coherent bakery storefront with the same main layout, warm windows, bicycle and wet pavement.", "The sign again visibly reads exactly MORNING BREAD; cream block lettering, orange interior and bicycle are present.", "Metal/sign frame, glazing, masonry and reflective paving read distinctly.", "Storefront and bicycle placement are plausible. Lettering is smaller and more centered within a visibly framed sign than in Q4.", "Exact requested phrase MORNING BREAD is visibly correct; one phrase does not establish general typography performance.", "Fine bicycle/spoke detail reLine truncated
{"id": "qwen-turbo-q8-06", "label": "Qwen Image 2.1 Turbo Q8_0 · New brief, retained Q8 runtime · seed 47", "group": "qwen21-turbo-q8-comparison", "kind": "image", "model_id": "qwen-turbo-q8", "model": "unsloth/Qwen-Image-2.1-Turbo-GGUF:Q8_0", "seed": 47, "status": "succeeded", "accepted_result": true, "prompt": "A bright Victorian glass greenhouse filled with lush ferns, hanging orchids and terracotta pots. A narrow brick path curves from the bottom left toward an open green door at the far end. Morning sunlight makes geometric shadows through the iron window frames. Include a single brass watering can beside the path and misty trees beyond the glass. Architectural photograph, balanced natural colors, no people or text.", "prompt_details": {"word_count": 66, "complexity": "Botanical architecture", "conditioning_texts": {"3.prompt": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA bright Victorian glass greenhouse filled with lush ferns, hanging orchids and terracotta pots. A narrow brick path curves from the bottom left toward an open green door at the far end. Morning sunlight makes geometric shadows through the iron window frames. Include a single brass watering can beside the path and misty trees beyond the glass. Architectural photograph, balanced natural colors, no people or text."}, "actual_positive_text": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA bright Victorian glass greenhouse filled with lush ferns, hanging orchids and terracotta pots. A narrow brick path curves from the bottom left toward an open green door at the far end. Morning sunlight makes geometric shadows through the iron window frames. Include a single brass watering can beside the path and misty trees beyond the glass. Architectural photograph, balanced natural colors, no people or text."}, "parameters": {"1 UnetLoaderGGUFAdvanced": {"unet_name": "qwen-image-2.1-turbo-Q8_0.gguf", "dequant_dtype": "float32", "patch_dtype": "float32", "patch_on_device": false}, "2 CLIPLoader": {"clip_name": "qwen3vl_8b_int8_convrot.safetensors", "type": "qwen_image", "device": "cpu"}, "3 TextEncodeQwenImage21": {"negative_prompt": "", "resolution": 512}, "4 VAELoader": {"vae_name": "qwen_image_2.1_vae_bf16.safetensors"}, "5 QwenImage21Cache": {"device": "off", "dtype": "default"}, "6 SamplerCustomAdvanced": {}, "7 VAEDecode": {}, "8 SaveImage": {}, "9 RandomNoise": {"noise_seed": 47}, "10 CFGGuider": {"cfg": 1.0}, "11 KSamplerSelect": {"sampler_name": "euler"}, "12 ManualSigmas": {"sigmas": "1.0, 0.978453, 0.95418, 0.926626, 0.89508, 0.845148, 0.704534, 0.414568, 0"}}, "timing": {"factory_trace_seconds": 398.641356, "comfy_server_seconds": 384.654, "stages_seconds": {"node_3_observer_receive_interval": 235.75, "node_10_observer_receive_interval": 0.10999999998603016, "node_9_observer_receive_interval": 0, "node_6_observer_receive_interval": 95.70300000003772, "node_7_observer_receive_interval": 50.71899999998277, "node_8_observer_receive_interval": 1.8589999999967404}, "limits": "Native execution, Factory traces and delivery have distinct boundaries. Observer node intervals include preparation/loading/event delivery rather than isolated kernels."}, "cache": {"cached_nodes": ["1", "11", "12", "2", "4", "5"], "same_runtime_retained": true, "immediate_warm_claim": false, "encoder_cached": false, "context": {"workload": "New brief, retained Q8 runtime", "native_inter_run_gap_seconds": 890.033, "only_seed_changed_from_predecessor": false, "text_changed_from_predecessor": true, "cold_start_scope": null}}, "resources": {"sampled_summary": {"sample_count": 194, "inflight_sample_count": 193, "minimum_ram_available_bytes": 1661558784, "minimum_commit_available_bytes": 6305247232, "minimum_system_drive_free_bytes": 18661183488, "maximum_sampled_device_gpu_used_mib": 3704}, "limits": "Device-wide samples include display and other workloads. No dedicated-VRAM residency or absence of shared-memory paging is established."}, "encoding": {"encoder_cached": false, "token_truncation_verified": false, "interpretation": "Full actual composed conditioning text is retained; exact token truncation was not instrumented."}, "verification": {"full_decode": true, "checksum": true, "acknowledged": true, "trace_attachment": true, "native_experiment": true, "native_comparable_Q4_Q8_experiments": true, "independent_public_copy_decode": true, "visual_review": true, "quality_scope": "Independent subjective inspection of this original 512×512 PNG, distinct from technical delivery. No objective aesthetic superiority is inferred."}, "findings": ["Coherent greenhouse in a very similar arrangement, with the green door, potted foliage, hanging plants and watering can retained.", "The main architecture and objects follow the brief. A brighter triangular light patch near the doorway gives a somewhat clearer geometric light/shadow impression, but orchids remain indistinct.", "Plant, brick, glazing and Line truncated
{"id": "qwen-turbo-q8-07", "label": "Qwen Image 2.1 Turbo Q8_0 · New brief, retained Q8 runtime · seed 48", "group": "qwen21-turbo-q8-comparison", "kind": "image", "model_id": "qwen-turbo-q8", "model": "unsloth/Qwen-Image-2.1-Turbo-GGUF:Q8_0", "seed": 48, "status": "succeeded", "accepted_result": true, "prompt": "An editorial portrait of an adult female ceramic artist in her forties working in a sunlit pottery studio. She wears a blue linen apron over a cream shirt and calmly holds a small unfinished bowl in both hands, fingers naturally curled around the rim. Her face is clear and expressive, with a few silver strands in dark curly hair. Shelves of glazed pottery remain softly out of focus behind her. Frame from the waist upward, eye-level camera, gentle window light from the left, documentary realism.", "prompt_details": {"word_count": 85, "complexity": "Portrait / hands", "conditioning_texts": {"3.prompt": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nAn editorial portrait of an adult female ceramic artist in her forties working in a sunlit pottery studio. She wears a blue linen apron over a cream shirt and calmly holds a small unfinished bowl in both hands, fingers naturally curled around the rim. Her face is clear and expressive, with a few silver strands in dark curly hair. Shelves of glazed pottery remain softly out of focus behind her. Frame from the waist upward, eye-level camera, gentle window light from the left, documentary realism."}, "actual_positive_text": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nAn editorial portrait of an adult female ceramic artist in her forties working in a sunlit pottery studio. She wears a blue linen apron over a cream shirt and calmly holds a small unfinished bowl in both hands, fingers naturally curled around the rim. Her face is clear and expressive, with a few silver strands in dark curly hair. Shelves of glazed pottery remain softly out of focus behind her. Frame from the waist upward, eye-level camera, gentle window light from the left, documentary realism."}, "parameters": {"1 UnetLoaderGGUFAdvanced": {"unet_name": "qwen-image-2.1-turbo-Q8_0.gguf", "dequant_dtype": "float32", "patch_dtype": "float32", "patch_on_device": false}, "2 CLIPLoader": {"clip_name": "qwen3vl_8b_int8_convrot.safetensors", "type": "qwen_image", "device": "cpu"}, "3 TextEncodeQwenImage21": {"negative_prompt": "", "resolution": 512}, "4 VAELoader": {"vae_name": "qwen_image_2.1_vae_bf16.safetensors"}, "5 QwenImage21Cache": {"device": "off", "dtype": "default"}, "6 SamplerCustomAdvanced": {}, "7 VAEDecode": {}, "8 SaveImage": {}, "9 RandomNoise": {"noise_seed": 48}, "10 CFGGuider": {"cfg": 1.0}, "11 KSamplerSelect": {"sampler_name": "euler"}, "12 ManualSigmas": {"sigmas": "1.0, 0.978453, 0.95418, 0.926626, 0.89508, 0.845148, 0.704534, 0.414568, 0"}}, "timing": {"factory_trace_seconds": 453.319236, "comfy_server_seconds": 447.995, "stages_seconds": {"node_2_observer_receive_interval": 7.344000000040978, "node_3_observer_receive_interval": 119.68799999996554, "node_12_observer_receive_interval": 0.015000000013969839, "node_11_observer_receive_interval": 0.01600000000325963, "node_1_observer_receive_interval": 0.7970000000204891, "node_5_observer_receive_interval": 0.030999999959021807, "node_10_observer_receive_interval": 0, "node_9_observer_receive_interval": 0.031000000017229468, "node_6_observer_receive_interval": 267.98499999998603, "node_7_observer_receive_interval": 51.20300000003772, "node_8_observer_receive_interval": 0.7969999999622814}, "limits": "Native execution, Factory traces and delivery have distinct boundaries. Observer node intervals include preparation/loading/event delivery rather than isolated kernels."}, "cache": {"cached_nodes": ["4"], "same_runtime_retained": true, "immediate_warm_claim": false, "encoder_cached": false, "context": {"workload": "New brief, retained Q8 runtime", "native_inter_run_gap_seconds": 27.12, "only_seed_changed_from_predecessor": false, "text_changed_from_predecessor": true, "cold_start_scope": null}}, "resources": {"sampled_summary": {"sample_count": 220, "inflight_sample_count": 219, "minimum_ram_available_bytes": 282181632, "minimum_commit_available_bytes": 6292496384, "minimum_system_drive_free_bytes": 18659364864, "maximum_sampled_device_gpu_used_mib": 3316}, "limits": "Device-wide samples include display and other workloads. No dedicated-VRAM residency or absence of shared-memory paging is established."}, "encoding": {"encoder_cached": false, "token_truncation_verified": false, "interpretation": "Full actual composed conditioning text is retained; exact token truncation was not instrumented."}, "verification": {"full_decode": true, "checksum": true, "acknowledged": true, "trace_attachment": true, "native_experiment": true, "native_comparable_Q4_Q8_experiments": true, "independent_public_copy_decode": true, "visual_review": true, "quality_scope": "IndeLine truncated
{"id": "qwen-turbo-q8-08", "label": "Qwen Image 2.1 Turbo Q8_0 · New brief, retained Q8 runtime · seed 49", "group": "qwen21-turbo-q8-comparison", "kind": "image", "model_id": "qwen-turbo-q8", "model": "unsloth/Qwen-Image-2.1-Turbo-GGUF:Q8_0", "seed": 49, "status": "succeeded", "accepted_result": true, "prompt": "A charming small brass robot with a round glass head stands on a wooden step stool inside an enormous old library, carefully returning a red book to a high shelf. The robot has two articulated arms and three visible fingers on each hand. A tiny blue mechanical bird perches on its shoulder. Bookshelves curve toward a domed ceiling painted with constellations; the far aisle is illuminated by warm amber lamps. Render as a detailed hand-painted storybook illustration with teal shadows, golden highlights and a clear focal point. Keep the robot, stool and book visibly separate, with no extra limbs, no captions and no written lettering.", "prompt_details": {"word_count": 105, "complexity": "Stylized story scene", "conditioning_texts": {"3.prompt": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA charming small brass robot with a round glass head stands on a wooden step stool inside an enormous old library, carefully returning a red book to a high shelf. The robot has two articulated arms and three visible fingers on each hand. A tiny blue mechanical bird perches on its shoulder. Bookshelves curve toward a domed ceiling painted with constellations; the far aisle is illuminated by warm amber lamps. Render as a detailed hand-painted storybook illustration with teal shadows, golden highlights and a clear focal point. Keep the robot, stool and book visibly separate, with no extra limbs, no captions and no written lettering."}, "actual_positive_text": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA charming small brass robot with a round glass head stands on a wooden step stool inside an enormous old library, carefully returning a red book to a high shelf. The robot has two articulated arms and three visible fingers on each hand. A tiny blue mechanical bird perches on its shoulder. Bookshelves curve toward a domed ceiling painted with constellations; the far aisle is illuminated by warm amber lamps. Render as a detailed hand-painted storybook illustration with teal shadows, golden highlights and a clear focal point. Keep the robot, stool and book visibly separate, with no extra limbs, no captions and no written lettering."}, "parameters": {"1 UnetLoaderGGUFAdvanced": {"unet_name": "qwen-image-2.1-turbo-Q8_0.gguf", "dequant_dtype": "float32", "patch_dtype": "float32", "patch_on_device": false}, "2 CLIPLoader": {"clip_name": "qwen3vl_8b_int8_convrot.safetensors", "type": "qwen_image", "device": "cpu"}, "3 TextEncodeQwenImage21": {"negative_prompt": "", "resolution": 512}, "4 VAELoader": {"vae_name": "qwen_image_2.1_vae_bf16.safetensors"}, "5 QwenImage21Cache": {"device": "off", "dtype": "default"}, "6 SamplerCustomAdvanced": {}, "7 VAEDecode": {}, "8 SaveImage": {}, "9 RandomNoise": {"noise_seed": 49}, "10 CFGGuider": {"cfg": 1.0}, "11 KSamplerSelect": {"sampler_name": "euler"}, "12 ManualSigmas": {"sigmas": "1.0, 0.978453, 0.95418, 0.926626, 0.89508, 0.845148, 0.704534, 0.414568, 0"}}, "timing": {"factory_trace_seconds": 412.481696, "comfy_server_seconds": 398.832, "stages_seconds": {"node_3_observer_receive_interval": 258.93800000002375, "node_10_observer_receive_interval": 0.061999999976251274, "node_9_observer_receive_interval": 0.0940000000409782, "node_6_observer_receive_interval": 106.93799999996554, "node_7_observer_receive_interval": 31.46799999999348, "node_8_observer_receive_interval": 1.0160000000032596}, "limits": "Native execution, Factory traces and delivery have distinct boundaries. Observer node intervals include preparation/loading/event delivery rather than isolated kernels."}, "cache": {"cached_nodes": ["1", "11", "12", "2", "4", "5"], "same_runtime_retained": true, "immediate_warm_claim": false, "encoder_cached": false, "context": {"workload": "New brief, retained Q8 runtime", "native_inter_run_gap_seconds": 25.972, "only_seed_changed_from_predecessor": false, "text_changed_from_predecessor": true, "cold_start_scope": null}}, "resources": {"sampled_summary": {"sample_count": 201, "inflight_sample_count": 200, "minimum_ram_available_bytes": 1740980224, "minimum_commit_available_bytes": 6278934528, "minimum_system_drive_free_bytes": 18658504704, "maximum_sampled_device_gpu_used_mib": 3708}, "limits": "Device-wide samples include display and other workloads. No dedicated-VRAM residency or absence of shared-memory paging is established."}, "encoding": {"encoder_cached": false, "token_truncation_verified": false, "interpretation": "Full actual composed conditioning text is retained; exact token truncation was not instrumented."}, "verification": {"full_decode": true, "checksum": true, "acknowledged": true, "traLine truncated
{"id": "qwen-turbo-q8-09", "label": "Qwen Image 2.1 Turbo Q8_0 · New brief, retained Q8 runtime · seed 50", "group": "qwen21-turbo-q8-comparison", "kind": "image", "model_id": "qwen-turbo-q8", "model": "unsloth/Qwen-Image-2.1-Turbo-GGUF:Q8_0", "seed": 50, "status": "succeeded", "accepted_result": true, "prompt": "A detailed travel photograph of a lively Mediterranean open-air produce market in early morning. In the foreground, three wooden crates hold red tomatoes, striped eggplants and yellow lemons, each type kept in its own crate. An adult vendor wearing a plain white shirt stands behind the stall, handing a small paper bag to an adult customer in a green jacket. A striped blue-and-white canopy casts cool shade over the stall. Beyond them, a narrow pedestrian street slopes toward a distant harbor with two white sailboats. Warm sunlight touches the upper walls but the foreground remains softly shaded. Compose the scene in layers with natural human proportions, believable hands, clear separation between people, baskets and produce, and rich but realistic color. Avoid artificial lens flares, watermarks and unreadable signs.", "prompt_details": {"word_count": 128, "complexity": "Crowded composition", "conditioning_texts": {"3.prompt": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA detailed travel photograph of a lively Mediterranean open-air produce market in early morning. In the foreground, three wooden crates hold red tomatoes, striped eggplants and yellow lemons, each type kept in its own crate. An adult vendor wearing a plain white shirt stands behind the stall, handing a small paper bag to an adult customer in a green jacket. A striped blue-and-white canopy casts cool shade over the stall. Beyond them, a narrow pedestrian street slopes toward a distant harbor with two white sailboats. Warm sunlight touches the upper walls but the foreground remains softly shaded. Compose the scene in layers with natural human proportions, believable hands, clear separation between people, baskets and produce, and rich but realistic color. Avoid artificial lens flares, watermarks and unreadable signs."}, "actual_positive_text": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA detailed travel photograph of a lively Mediterranean open-air produce market in early morning. In the foreground, three wooden crates hold red tomatoes, striped eggplants and yellow lemons, each type kept in its own crate. An adult vendor wearing a plain white shirt stands behind the stall, handing a small paper bag to an adult customer in a green jacket. A striped blue-and-white canopy casts cool shade over the stall. Beyond them, a narrow pedestrian street slopes toward a distant harbor with two white sailboats. Warm sunlight touches the upper walls but the foreground remains softly shaded. Compose the scene in layers with natural human proportions, believable hands, clear separation between people, baskets and produce, and rich but realistic color. Avoid artificial lens flares, watermarks and unreadable signs."}, "parameters": {"1 UnetLoaderGGUFAdvanced": {"unet_name": "qwen-image-2.1-turbo-Q8_0.gguf", "dequant_dtype": "float32", "patch_dtype": "float32", "patch_on_device": false}, "2 CLIPLoader": {"clip_name": "qwen3vl_8b_int8_convrot.safetensors", "type": "qwen_image", "device": "cpu"}, "3 TextEncodeQwenImage21": {"negative_prompt": "", "resolution": 512}, "4 VAELoader": {"vae_name": "qwen_image_2.1_vae_bf16.safetensors"}, "5 QwenImage21Cache": {"device": "off", "dtype": "default"}, "6 SamplerCustomAdvanced": {}, "7 VAEDecode": {}, "8 SaveImage": {}, "9 RandomNoise": {"noise_seed": 50}, "10 CFGGuider": {"cfg": 1.0}, "11 KSamplerSelect": {"sampler_name": "euler"}, "12 ManualSigmas": {"sigmas": "1.0, 0.978453, 0.95418, 0.926626, 0.89508, 0.845148, 0.704534, 0.414568, 0"}}, "timing": {"factory_trace_seconds": 506.57207, "comfy_server_seconds": 496.444, "stages_seconds": {"node_2_observer_receive_interval": 7.5, "node_3_observer_receive_interval": 119.32799999997951, "node_12_observer_receive_interval": 0.01600000000325963, "node_11_observer_receive_interval": 0.015000000013969839, "node_1_observer_receive_interval": 0.75, "node_5_observer_receive_interval": 0.046999999962281436, "node_10_observer_receive_interval": 0.01600000000325963, "node_9_observer_receive_interval": 0, "node_6_observer_receive_interval": 304.0780000000377, "node_7_observer_receive_interval": 62.68699999997625, "node_8_observer_receive_interval": 1.1410000000032596}, "limits": "Native execution, Factory traces and delivery have distinct boundaries. Observer node intervals include preparation/loading/event delivery rather than isolated kernels."}, "cache": {"cached_nodes": ["4"], "same_runtime_retained": true, "immediate_warm_claim": false, "encoder_cached": false, "context": {"workload": "New brief, retained Q8 runtime", "native_inter_run_gap_seconds": 38.627, "only_seed_changed_from_predLine truncated
{"id": "qwen-turbo-q8-10", "label": "Qwen Image 2.1 Turbo Q8_0 · New brief, retained Q8 runtime · seed 51", "group": "qwen21-turbo-q8-comparison", "kind": "image", "model_id": "qwen-turbo-q8", "model": "unsloth/Qwen-Image-2.1-Turbo-GGUF:Q8_0", "seed": 51, "status": "succeeded", "accepted_result": true, "prompt": "Create a highly detailed cinematic architectural illustration of a remote mountain observatory at blue hour after a light snowfall. The building occupies the right two-thirds of the square image: a circular pale-stone base supports one weathered copper dome, whose open viewing slit points toward the upper left. A narrow exterior staircase with dark iron handrails climbs from a small lower entrance to a balcony; every step has a thin undisturbed layer of snow. One adult astronomer in a dark red winter coat stands on the balcony with a small white notebook held closed in one gloved hand, looking toward the sky. Place a warm amber lamp immediately above the entrance, creating a pool of light on the stone without illuminating the whole landscape. In the lower left foreground, a crooked pine tree and two exposed granite rocks frame a winding path that leads toward the building. Behind the observatory, show distant mountain ridges fading from slate blue into violet mist. The sky contains scattered sharp stars and a faint natural Milky Way band, with no oversized planets or fantasy moons. Balance warm interior light against cold ambient snow light, use physically plausible perspective, careful separation of the staircase rails and the figure, and visible differences between copper, stone, glass, fabric and snow. The final scene should feel quiet, inhabited and believable. Do not add titles, labels, logos, watermarks, extra people, extra domes or duplicate staircases.", "prompt_details": {"word_count": 235, "complexity": "Elaborate constraints", "conditioning_texts": {"3.prompt": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nCreate a highly detailed cinematic architectural illustration of a remote mountain observatory at blue hour after a light snowfall. The building occupies the right two-thirds of the square image: a circular pale-stone base supports one weathered copper dome, whose open viewing slit points toward the upper left. A narrow exterior staircase with dark iron handrails climbs from a small lower entrance to a balcony; every step has a thin undisturbed layer of snow. One adult astronomer in a dark red winter coat stands on the balcony with a small white notebook held closed in one gloved hand, looking toward the sky. Place a warm amber lamp immediately above the entrance, creating a pool of light on the stone without illuminating the whole landscape. In the lower left foreground, a crooked pine tree and two exposed granite rocks frame a winding path that leads toward the building. Behind the observatory, show distant mountain ridges fading from slate blue into violet mist. The sky contains scattered sharp stars and a faint natural Milky Way band, with no oversized planets or fantasy moons. Balance warm interior light against cold ambient snow light, use physically plausible perspective, careful separation of the staircase rails and the figure, and visible differences between copper, stone, glass, fabric and snow. The final scene should feel quiet, inhabited and believable. Do not add titles, labels, logos, watermarks, extra people, extra domes or duplicate staircases."}, "actual_positive_text": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nCreate a highly detailed cinematic architectural illustration of a remote mountain observatory at blue hour after a light snowfall. The building occupies the right two-thirds of the square image: a circular pale-stone base supports one weathered copper dome, whose open viewing slit points toward the upper left. A narrow exterior staircase with dark iron handrails climbs from a small lower entrance to a balcony; every step has a thin undisturbed layer of snow. One adult astronomer in a dark red winter coat stands on the balcony with a small white notebook held closed in one gloved hand, looking toward the sky. Place a warm amber lamp immediately above the entrance, creating a pool of light on the stone without illuminating the whole landscape. In the lower left foreground, a crooked pine tree and two exposed granite rocks frame a winding path that leads toward the building. Behind the observatory, show distant mountain ridges fading from slate blue into violet mist. The sky contains scattered sharp stars and a faint natural Milky Way band, with no oversized planets or fantasy moons. Balance warm interior light against cold ambient snow light, use physically plausible perspective, careful separation of the staircase rails and the figure, and visible differences between copper, stone, glass, fabric and snow. The final scene should feel quiet, inhabited and believable. Do noLine truncated
@@ -0,0 +1,9 @@
# Predator media: Qwen Image 2.1 Turbo Q8 · matched Q4/Q8 comparison
10 retained outputs · 10 accepted results · 10 recorded attempts · median Factory trace 451.9s
Technical delivery and media decoding do not establish visual or musical quality. Timings include adapter overhead; cache behavior differs between runs. Failed and cancelled attempts remain in the evidence.
ComfyUI source: `63be2f9b82ad0dac88a7ceaa28a9cf3154125a18`. Per-run prompts, workflow hashes, model versions, timing boundaries, cache evidence, resource observations and verification are in this group’s run.jsonl. Media-generation records use the campaign schema, not the LLM token-throughput schema. Private raw operator logs are excluded; sanitized failed attempts remain.
[Methodology](https://benchmarks.weeyuga.com/methodology.html#packet-foundry-media-v1) · [All media](https://benchmarks.weeyuga.com/benchmarks/predator-media-20261021.html) · [Findings](https://benchmarks.weeyuga.com/findings/images-video-music-on-6gb.html)